Browsing 2023 by Title

Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh

Sakib, Sheikh Rahmatulla; Sara, Kamarun Nahar; Rasel, Md. Tahmid Hossain; Asif, Md. Masudul Islam; Nahid, Md. Aynul Hasan; Rahman, Md. Saifur; Mridha, M. F.; Islam, Ashraful (Independent University, Bangladesh, 2023-05)

In Dhaka, the capital city of Bangladesh, various sources including vehicle emissions, industrial activities, brick kilns, building sites, and open rubbish burning contribute to the air pollution problem. To assess the air ...

Tissue Artifact Segmentation and Severity Assessment for Automatic Analysis using WSI

HOSSAIN, MD SHAKHAWAT; SHAHRIAR, GALIB MUHAMMAD; SYEED, M M MAHBUBUL; FAISAL UDDIN, MOHAMMAD; HASAN, MAHADY; HOSSAIN, MD SAKIR; BARI, RUBINA (Independent University, Bangladesh, 2023-02)

Traditionally, pathological analysis and diagnosis are performed by manually eyeballing glass-slide specimens under a microscope by an expert. The whole slide image (WSI) is the digital specimen produced from the glass ...

Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation & Predictive Modeling

Meem, Sabrina Masum; Hossain, Md Tahmid; Monir, Md. Fahad (Independent University, Bangladesh (IUB), 2023-10-11)

This thesis presents a comprehensive exploration of the intricate relationship between air quality, dengue transmission, and climate factors in Bangladesh. Comprising two interrelated projects, this research delves into ...

Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation, and Predictive Modeling

Meem, Sabrina Masum; Hossain, Mohammed Tahmid; Chowdhury, Jannat Khair; Miah, Md Saef Ullah; Monir, Md. Fahad (Independent University, Bangladesh, 2023-07)

Dengue, a mosquito-borne viral infection, poses a significant threat, especially in warm, tropical climate countries like Bangladesh, India, Thailand, Malaysia, Laos, etc. This study is solely focused on the dengue data ...

University Student's Mental Stress Detection Using Machine Learning

Firoz, Mehedi; Islam, Mohammad Monirul; Shidujaman, Mohammad; Islam, Ashraful; Habib, Md. Tarek (Independent University, Bangladesh, 2023-06)

University students are especially susceptible to the negative effects of mental stress in today's environment, which is a serious issue overall. A great deal of pressure is now being placed on a period of life that was ...

Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus

Pasha, Syed Tangim; Islam, Ashraful; Sikder, Sanker; Habib, Md Tarek; Alam, Md Zahangir; Amin, M Ashraful (The International Diabetes Federation (IDF), 2023, 2023-10)

The emergence of gestational diabetes mellitus (GDM) in pregnant women is a serious health concern and an alarming issue. According to the most recent data from the International Diabetes Federation (IDF), in 2021, 16.7 ...

Wall Climbing Glass Cleaner Robot

Provi, Navid Al Faiyaz; Nirjana, Hummah Khadija; Sangram, Abir Hossain; Roza, Nushrat Afroz; Karmokar, Apurbo; Chowdhury, Shazid; Uddin, Mohammad Rejwan; Hasan, Mahady (Independent University, Bangladesh, 2023-06)

This project aims to develop a cost-effective and easy-to-manufacture wall-climbing cleaning robot for high-rise building maintenance, where human intervention can be hazardous. The propeller thrust method was used to ...